A simple closed-form linear source localization algorithm

Proceedings - IEEE Military Communications Conference MILCOM

Volumn , Issue , 2007, Pages

  Xu, Zhengyuan ^a   Liu, Ning ^a   Sadler, Brian M ^b  

^a University of California ^*  (United States)

^b U S ARMY RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION ALGORITHMS; BOOLEAN FUNCTIONS; COMPUTATIONAL EFFICIENCY; CONTROL NONLINEARITIES; CONTROL THEORY; DETECTORS; EIGENVALUES AND EIGENFUNCTIONS; ESTIMATION; MAXIMUM LIKELIHOOD ESTIMATION; MILITARY COMMUNICATIONS; MILITARY DATA PROCESSING; MILITARY OPERATIONS; SENSORS; SET THEORY; SIGNAL TO NOISE RATIO;

CARTESIAN CO ORDINATES; ESTIMATION ERRORS; ESTIMATION PERFORMANCE; FAR FIELDS; GEOMETRIC REPRESENTATION; HIGH SIGNAL TO NOISE RATIO; HYPERBOLIC EQUATIONS; LINEAR ARRAYS; LINEAR SOLVERS; MAXIMUM LIKELIHOOD (MLET); NEAR FIELDS; NONLINEARITY (INCLUDING BIFURCATION THEORY); ON TIME; SIMULATION RESULTS; SOURCE LOCALIZATION; SOURCE LOCATIONS; TIME DIFFERENCES;

LINEAR EQUATIONS;

EID: 47949114195     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MILCOM.2007.4454975     Document Type: Conference Paper

References (20)

1. G. Arslan and F. A. Sakarya, "A unified neural-network-based speaker localization technique," IEEE Trans. on Neural Networks, vol. 11, no. 4, pp. 997-1002, Jul. 2000.
2. F. Asano, H. Asoh, and T. Matsui, "Sound source localization and signal separation for office robot" Multisensor Fusion and Integration for Intelligent Systems, vol. 15-18, pp. 243-248, Aug. 1999.
3. F. C. Schweppe, "Sensor array data processing for multiple signal sources," IEEE Trans. on Information Theory, vol. 14, no. 2, pp. 294-305, Mar. 1968.
4. I. Ziskind and M. Wax, "Maximum likelihood localization of multiple sources by alternating projection," IEEE Trans. on Acoustics, Speech, and Signal Processing, vol. 36, no. 10, pp. 1553-1560, Oct. 1998.
5. E. Grosicki, K. Abed-Meraim, and Y. Hua, "A weighted linear prediction method for near-field source localization," IEEE trans. on Signal Processing, vol. 53, no. 10, pp. 3651-3660, 2005.
6. J. C. Chen and K. Yao, "Wideband signal detection and maximum-likelihood source localization," Signals, Systems and Computers, vol. 2, no. 4-7, pp. 931-935, Nov. 2001.
7. J.-H. Lee, Y.-M. Chen, and C.-C. Yeh, "A covariance approximation method for near-field direction finding using a uniform linear array," IEEE Trans. on Signal Processing, vol. 43, no. 5, pp. 1293-1298, May 1995.
8. Y. D. Huang and M. Barka, "Near-field multiple source localization by passive sensor array," IEEE Trans. on Antennas and Propagation, vol. 39, no. 7, pp. 968-975, Jul. 1991.
9. H.-S. Hung, S.-H. Chang, and C.-H. Wu, "3-d music with polynomial rooting for near-field source localization," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., vol. 6, no. 7-10, pp. 3065-3068, May 1996.
10. H. Lee, "A Novel procedure for assessing the accuracy of hyperbolic multilateration systems," IEEE Trans. on Aerospace and Electronic Systems, vol. AES-11, no. 1, pp. 2-15, Jan. 1975.
11. W. H. Foy, "Position-location solutions by Taylor-series estimation," IEEE Trans. on Aerospace and Electronic Systems, vol. 12, pp. 187-194, Mar. 1976.
12. G. Carter, "Time delay estimation for passive sonar signal processing," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-29, pp. 463-470, June. 1981.
13. W. Hahn, "Optimum signal processing for passive sonar range and bearing estimation," J. Acoust. Soc. Am., vol. 58, pp. 201-207, Jan. 1975.
14. J. S. Abel and J. O. Smith, "Source range and depth estimation from multipath range difference measurements," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 1157-1165, Aug. 1989.
15. Y. T. Chan, "A simple and efficient estimator for hyperbolic location," IEEE Trans. on Signal Processing, vol. 42, pp. 1905-1915, Aug. 1994.
16. M.-G. Di Benedetto and G. Giancola, Understanding Ultra Wide Band Radio Fundamentals, Prentice Hall, Upper Saddle River, NJ, 2004.
17. A. Gray, Modern Differential Geometry of Curves and Surfaces, Boca Raton, FL: CRC Press, c1993.
18. Z. Xu and B. M. Sadler, "Time delay estimation bounds in convolutive random channels," IEEE Journal of Selected Topics in Signal Processing: Special Issue on Performance Limits of Ultra-Wideband Systems, vol. 1, no. 3, October 2007 (in press).
19. P. Kontkanen, P. Myllymaki, T. Roos, H. Tirri, K. Valtonen, and H. Wettig, "Topics in probabilistic location estimation in wireless networks," Proc 15th IEEE Int. Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'04), Barcelona, Spain, 2004.
20. B. M. Sadler, R. J. Kozick, and L. Tong, "Multi-modal sensor localization using a mobile access point," Proc. ICASSP'05, pp.753-756, Mar. 2005.